practice area > Machine Mediation

Integrate Human + Machine

Designing automation and AI interactions so they enhance human judgment, not replace it blindly.

Integrate Human + Machine
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Sociotechnical Systems

Systems where human, organizational, and technical dynamics intertwine. Understanding them requires seeing both social and technical as co-constitutive.

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Machine Mediation

Integrate Human + Machine

Designing automation and AI interactions so they enhance human judgment, not replace it blindly.

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Social Systems

See and Shape Collective Patterns

The human networks, norms, and shared practices that create living structures of coordination and meaning.

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System Design Principles

Apply System Design Patterns

Foundational principles for structuring resilient and maintainable systems.

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Technology Systems

Build for Adaptability

Creating systems that can evolve as requirements, scale, or technologies change.

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